nonparametric bayesian

Dynamic Clustering via Asymptotics of the Dependent Dirichlet Process Mixture NeurIPS 2013 Infinite Positive Semidefinite Tensor Factorization for Source Separation of Mixture Signals ICML 2013 Manipulation Pattern Discovery: A Nonparametric Bayesian Approach ICCV 2013 Multi-class Video Co-segmentation with a Generative Multi-video Model CVPR 2013 Nonparametric Mixture of Gaussian Processes with Constraints ICML 2013 Nonparametric Multi-group Membership Model for Dynamic Networks NeurIPS 2013 ODE parameter inference using adaptive gradient matching with Gaussian processes AISTATS 2013 Parallel Markov Chain Monte Carlo for Nonparametric Mixture Models ICML 2013 Real-Time Inference for a Gamma Process Model of Neural Spiking NeurIPS 2013 An Autoregressive Approach to Nonparametric Hierarchical Dependent Modeling AISTATS 2012 A Nonparametric Bayesian Model for Multiple Clustering with Overlapping Feature Views AISTATS 2012 A Nonparametric Conjugate Prior Distribution for the Maximizing Argument of a Noisy Function NeurIPS 2012 Beta-Negative Binomial Process and Poisson Factor Analysis AISTATS 2012 Coupling Nonparametric Mixtures via Latent Dirichlet Processes NeurIPS 2012 From Deformations to Parts: Motion-based Segmentation of 3D Objects NeurIPS 2012 Nonparametric Bayesian Inverse Reinforcement Learning for Multiple Reward Functions NeurIPS 2012 Online Learning of a Dirichlet Process Mixture of Generalized Dirichlet Distributions for Simultaneous Clustering and Localized Feature Selection ACML 2012 Stick-Breaking Beta Processes and the Poisson Process AISTATS 2012 The Time-Marginalized Coalescent Prior for Hierarchical Clustering NeurIPS 2012 Truly Nonparametric Online Variational Inference for Hierarchical Dirichlet Processes NeurIPS 2012 An ideal observer model for identifying the reference frame of objects NeurIPS 2011 Gaussian process modulated renewal processes NeurIPS 2011 Hierarchical Topic Modeling for Analysis of Time-Evolving Personal Choices NeurIPS 2011 Inferring Interaction Networks using the IBP applied to microRNA Target Prediction NeurIPS 2011 Infinite Latent SVM for Classification and Multi-task Learning NeurIPS 2011